Leadership asks; the report answers in natural language
Pre-modeled KPIs queryable in plain language — narrative, chart, and definition of each number, without manual spreadsheet every week.
Management stops waiting for analyst to build cut on eve of meeting. An assistant integrated with BI or data warehouse responds in natural language about already modeled indicators — sales by region, churn, margin, operational queue — with clear narrative, suggested chart, and explicit definition of each metric. Leadership consults instantly; analyst focuses on modeling and exception, not repeating same slide every Monday.
What blocks you today
Leadership meeting depends on spreadsheet assembled in rush. Each manager asks different cut; analyst becomes bottleneck. Number without clear definition generates circular discussion. BI exists, but few know how to query without SQL or manual filter.
What changes in practice
- Natural language query on pre-modeled, company-approved KPIs
- Executive narrative with suggested chart and explicit indicator definition
- Integration with BI, data warehouse, or governed spreadsheet you already use
- Permission by profile — leadership, area manager, analyst
- Query history to audit what was asked and review modeling
Business outcome
Meeting starts from consistent narrative, not manual cut. Analyst scales delivery without becoming sole BI translator. Decision accelerates when everyone sees same number with same definition.
Where it usually fits
- Companies with mature BI or DW but low adoption outside data team
- Leadership and managers requesting recurring reports with cut variations
- Multi-unit operations comparing KPI by branch, channel, or portfolio
- Consultancies and BPOs delivering weekly status to client
- Lean data teams losing hours repeating same report
How it evolves next
With stable queryable KPIs, you can connect alerts, commercial proposal, or sales copilot in the same data ecosystem.
- Alert when indicator crosses agreed threshold — with deviation narrative
- Personalized commercial proposal fed by client history and KPIs
- Sales copilot with account performance summary before call
- Scheduled report by email or portal with human review before sending
- ERP and CRM integration to enrich narrative with operational context
Leadership meeting depends on spreadsheet assembled in rush?
Each manager asks different cut? Talk to Adekz — we start from your real workflow and scope the pilot.